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Alternatives to SafeHarbor MCP

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    • A
      license
      Not graded
      quality
      D
      maintenance
      Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving copy of the database, with fail-closed PII scanning and provable numeric equivalence.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI assistants to securely query a synthetic health-insurance claims database through read-only, parameterized tools for claims, member histories, coverage rules, and year-to-date summaries. Includes API-key authentication, per-tool authorization, rate limiting, untrusted-text sanitization, and fail-closed audit logging.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to query DuckDB, Postgres, and BigQuery through a governed, read-only layer with a semantic model, SQL guard, role-based row policies, PII pseudonymization, audit logging, and cost caps.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI agents to query governed data warehouses through plain language, returning grounded answers with SQL, confidence grades, and signed receipts while enforcing access, testing, and audit controls.
      279 PyPI
      17
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to explore and query a SQL database safely, answering questions with real data while blocking writes, hiding protected columns, restricting results to one tenant's rows, and logging every call to an audit trail.
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables natural language querying of healthcare claims data by exposing a SQLite database with read-only SQL tools, allowing users to ask questions in plain English and get answers backed by real database queries.
      1
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